When using DD4HEP, putting options.conddb_tag = 'your tag' does not seem to work. Instead, one needs to to
options.conddb_tag = 'your tag'
from Configurables import LHCbApp LHCbApp().CondDBtag = 'your tag'
@raaij @rmatev @sponce @jonrob